richfrem
@richfrem
Public Skills
ecosystem-authoritative-sources
by richfrem
Provides information about how to create, structure, install, and audit Agent Skills, Plugins, Antigravity Workflows, and Sub-agents. Trigger this when specifications, rules, or best practices for the ecosystem are required.
audit-plugin
by richfrem
Audits a local plugin directory to ensure it perfectly matches the Agent Skills and Claude Plugin Open Standards.
plugin-maintenance
by richfrem
Audits, synchronizes, and maintains the health of the plugin ecosystem. Handles structural compliance checks against Open Standards, agent environment sync (install + cleanup orphans), and README scaffolding. Trigger when validating new plugins, syncing plugins to agent configs, or performing routine ecosystem health checks.
env-helper
by richfrem
Resolves shared ecosystem environment constants (HuggingFace credentials, dataset repo IDs, project root path) for any plugin without depending on internal shared libraries. V2 enforces Token Leakage constraints.
hf-init
by richfrem
"Initialize HuggingFace integration - validates .env variables, tests API connectivity, and ensures the dataset repository structure exists. Use when onboarding a new project to HuggingFace or when credentials change."
create-hook
by richfrem
Interactive initialization script that generates a compliant lifecycle Hook for an AI Agent or Plugin. Use when you need to automate workflows based on events like PreToolUse or SessionStart.
create-skill
by richfrem
Interactive initialization script that acts as a Skill Designer and Architect. Generates a compliant Agent Skill containing strict YAML frontmatter, optimal interaction designs, and L4 patterns based on diagnostic questioning.
create-stateful-skill
by richfrem
Interactive initialization script that generates an advanced Agent Skill utilizing L4 State Management, Lifecycle Artifacts, Tone Configuration, and Chained Commands. Use when authoring complex, persistent workflows.
create-docker-skill
by richfrem
Interactive initialization script that generates a compliant Agent Skill containing pre-flight environment checks, subprocess execution scaffolding, and a security-override config. Use when authoring new workflow routines that depend on external containerized runtimes (e.g., Docker, Nextflow, HPC).
analyze-plugin
by richfrem
Systematically analyze agent plugins and skills to extract design patterns, architectural decisions, and reusable techniques. Trigger with "analyze this plugin", "mine patterns from", "review plugin structure", "extract learnings from", "what patterns does this plugin use", or when examining any plugin or skill collection to understand its design.
create-sub-agent
by richfrem
Interactive initialization script that generates a compliant Sub-Agent configuration. Use when you need to create a nested contextual boundary with specific tools or persistent memory.
create-plugin
by richfrem
Interactive initialization script that acts as a Plugin Architect. Generates a compliant '.claude-plugin' directory structure and plugin.json manifest using diagnostic questioning to ensure proper L4 patterns and Tool Connector schemas.
memory-management
by richfrem
"Tiered memory system for cognitive continuity across agent sessions. Manages hot cache (session context loaded at boot) and deep storage (loaded on demand). Use when: (1) starting a session and loading context, (2) deciding what to remember vs forget, (3) promoting/demoting knowledge between tiers, (4) user says 'remember this' or asks about project history."
agent-swarm
by richfrem
"(Industry standard: Parallel Agent) Primary Use Case: Work that can be partitioned into independent sub-tasks running concurrently across multiple agents. Parallel multi-agent execution pattern. Use when: work can be partitioned into independent tasks that N agents can execute simultaneously across worktrees. Includes routing (sequential vs parallel), merge verification, and correction loops."
agent-bridge
by richfrem
Bridge plugin capabilities (commands, skills, agents, hooks, MCP) to specific agent environments (Claude Code, GitHub Copilot, Gemini, Antigravity). Use this skill when converting or installing a plugin to a target runtime.
create-agentic-workflow
by richfrem
Scaffold GitHub Agent files from an existing Agent Skill. Generates IDE/UI agents (invokable from GitHub Copilot Chat via slash command) and/or CI/CD autonomous agents (GitHub Actions quality gates with Kill Switch). Use when converting a Skill into a GitHub-native agent.
obsidian-init
by richfrem
"Initialize and onboard a new project repository as an Obsidian Vault. Covers prerequisite installation, vault configuration, exclusion filters, and validation. Use when setting up Obsidian for the first time in a project."
coding-conventions
by richfrem
Coding conventions and documentation standards across Python, TypeScript/JavaScript, and C#/.NET codebases. Use when: (1) writing new code files or functions, (2) reviewing code for style and documentation compliance, (3) adding file headers or docstrings, (4) creating new tools that need inventory registration, (5) refactoring code that exceeds complexity thresholds, (6) setting up module structure. Covers file headers, function documentation, naming conventions, and tool inventory integration.
obsidian-graph-traversal
by richfrem
"Semantic link traversal for Obsidian Vaults. Builds an in-memory graph index from wikilinks and provides instant forward-link, backlink, and multi-degree connection queries. Use when exploring note relationships or finding orphaned notes."
json-hygiene-agent
by richfrem
JSON Hygiene Agent. Detects duplicate keys in JSON configuration files that might be silently ignored by standard parsers. Auto-invoked for JSON audits or manifest validation. V2 includes L5 Delegated Constraint Verification.
conventions-agent
by richfrem
Coding conventions enforcement agent. Auto-invoked when writing new code, reviewing code quality, adding headers, or checking documentation compliance across Python, TypeScript/JavaScript, and C#/.NET.
link-checker-agent
by richfrem
Quality assurance agent for documentation link integrity. Auto-invoked when tasks involve checking, fixing, or auditing documentation links across a repository.
create-mcp-integration
by richfrem
Interactive initialization script that scaffolds a new Model Context Protocol (MCP) server integration setup. Use when adding native code tools to an agent's environment.
excel-to-csv
by richfrem
Excel to CSV conversion skill. Convert specific bounding tables or entire worksheets within .xlsx or .xls binary formats into flat .csv tabular data. Use this when you find an Excel file and need its data mapped into an accessible format for text analysis, filtering, or programmatic pipelining.